000			02669nam a2200229Ia 4500
003			NUBLRC
008			241210s9999 xx 000 0 und d
020			_a978-1-83898-314-7
040			_cNUBLRC
050			_aGC QA 39.3 .W45 2021 c.1
100			_aWhite, Ryan
245		0	_aPractical discrete mathematics : _bdiscover math principles that fuel algorithms for computer science and machine learning with python / _cRay T. White and Archana Tikayat Ray
260			_aMumbai : _bPackt Publishing, _cc2021
300			_a309 pages : _billustration ; _c24cm.
365			_bUSD 70.00
504			_aInclude index.
505			_aPart I. Basic Concepts of DIscrete math -- 1. Key Concepts, Notation, Set Theory, Relations, and Functions -- 2. Formal Logic and Construdcting Mathematical Proofs -- 3. Computing with Base-n Numbers -- 4. Combinatorics Using SciPy -- 5. Elements of Discrete Probability -- Part II. Implementing Discrete Mathematics in Data and Computer Science -- 6. Computational Algorithms in Linear Algebra -- 7. Computational Requirements for Algorithms -- 8. Storage and Feature Extraction of Graphs, Trees, and Networks -- 9. Searching Data Structures and Finding Shortest Paths -- Part III - Real - World Applications of Discrete Mathematics -- 10. Regression Analysis with NumPy and Scikit-Learn -- 11. Web Searches with PageRank -- 12. Principal Component Analysis with Scikit-Learn
520			_aDiscrete mathematics deals with studying countable, distinct elements, and its principles are widely used in building lagorithms for computer science and dat science. The knowledge of discrete math concepts will help you understand the alghorithms, binary, and general mathematics that sit at the core of data-driven task. Prictical Discret Mathamatics is comprehensive instroduction for those who are new to the mathamatics of countable object. THis book will help you up to speed with using discret math principles to take your computer science skills to a more advanced level. As you learn the language of discrete mathamaticsm you'll alaso cover methods crucial to studing and descrbing computer science skills to a more advanc ed level. As you learn the lanuage of discret mathematics. you'll also cover methods crusical to studing and describing computer science and machine learning objects and algorithms. The chapters that follow will guide you through how memory and CPUs work. In addition tho thi. you'll undertsand how to analyze data for useful patterns, before finally exploring how to apply math concepts in nterwork routing, web searching, data science.\
650			_aMATHEMATICS
700			_aRay, Archana Tikayat
942			_2lcc _cBK
999			_c5565 _d5565